Independent guidance to help you design, deploy, and operate robotic piece-picking systems in the real world.
Robotic piece picking touches nearly every part of a warehouse operation — from data quality and upstream processes to exception handling on the floor. Success depends not just on the robot, but on how well it integrates with systems, workflows, and people.
We help teams navigate that complexity and achieve reliable, sustainable performance.
We provide independent expertise focused on operational success — not product sales.
From early feasibility to long-term operation, we support every phase of robotic piece picking.
Building a realistic foundation
We help establish a realistic and useful basis for the site, ensuring the proposed solution will perform in the real world — not just on paper.
Our focus is on identifying constraints early and setting accurate expectations.
We ensure the piece-picking station works smoothly with upstream and downstream automation, including careful consideration of exception handling, manual fallback processes, and how edge cases will be handled during normal operations.
We review workcell layouts to confirm that the robot can reliably reach all required pick and place locations while maintaining safe interaction with nearby workers and maintenance staff.
We estimate both robot-level and system-level throughput. In many facilities, surrounding systems were originally designed for human pickers and ultimately become the true bottleneck — even when robots can pick faster.
Predicting which items will pick well is one of the most critical — and least intuitive — aspects for teams new to robotic piece picking. We help assess likely coverage early, using experience and judgment to avoid over-promising.
Preparing for day-one performance
Before the robot arrives, the site and systems must be ready. Missing preparation steps often lead to delays, frustration, and underperformance.
We help ensure process, integrations, and the customer team are prepared so commissioning can proceed smoothly.
Air, power, electrical, and network requirements are specified and verified in advance, ensuring the workcell can be installed and commissioned without avoidable delays.
Successful piece picking depends on accurate item data. Each item typically requires additional attributes : such as preferred gripper type and special handling notes. We help define these requirements so the master database can be updated before integration begins.
We help prepare the “glue” between the customer’s warehouse systems and the robot’s picking software. API calls are specified, implemented, and tested — typically on the integrator or warehouse software side — so the robot can begin picking seamlessly.
Turning design into throughput
This is where real performance becomes visible — and where assumptions are tested.
We support on-site deployment, operator training, item qualification, and troubleshooting to help teams move quickly from installation to stable operation.
Once the installation team leaves the site, success depends on the customer’s operators and support staff. We build understanding, trust, and confidence — training teams on how the system behaves when it’s running well, how to prevent issues, and how to resolve problems quickly when they occur.
Item qualification is one of the strongest operational levers in robotic piece picking. Decisions about which items are sent to the robot — and how they are prepared — have a major impact on performance. We help define qualification strategies and balance preparation effort against throughput gains.
Surprises are inevitable during deployment. By being on-site, we help identify root causes quickly and propose both short-term mitigation and long-term resolution.
We recommend intentionally setting up a test configuration — similar to a trade-show demo — within the warehouse. This allows the customer team to see the robot in action early, identify issues sooner, and build operator trust. Front-loading integration pays dividends throughout commissioning and beyond.
Sustaining performance over time
Robotic piece-picking systems evolve as item mixes and operational priorities change.
We provide ongoing support to monitor performance, resolve issues, and incorporate operational feedback so systems continue delivering value long after go-live.
We support customers through ongoing follow-up by:
This steady heartbeat of interaction helps ensure robotic piece-picking systems continue delivering value long after go-live.